Inspired in SOMA: Perturbation vector embedded into the chaotic PSO algorithm driven by Lozi chaotic map

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F16%3A86100235" target="_blank" >RIV/61989100:27240/16:86100235 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-28161-2_13" target="_blank" >http://dx.doi.org/10.1007/978-3-319-28161-2_13</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-28161-2_13" target="_blank" >10.1007/978-3-319-28161-2_13</a>

Result language
angličtina
Original language name
Inspired in SOMA: Perturbation vector embedded into the chaotic PSO algorithm driven by Lozi chaotic map
Original language description
In this chapter a new approach for Particle Swarm Optimization (PSO) algorithm driven by chaotic pseudorandom number generator based on chaotic Lozi map is presented. This research represents the continuation of the satisfactory results obtained by means of chaos embedded (driven) swarm based algorithms, which utilize the chaotic dynamics in the place of pseudorandom number generators. The perturbation vector, which is introduced here, was inspired by the swarm based Self-organizing Migrating Algorithm (SOMA). It was embedded into the PSO algorithm to help overcome the issue of premature convergence. (C) Springer International Publishing Switzerland 2016.
Czech name
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Czech description
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Project
<a href="/en/project/GA15-06700S" target="_blank" >GA15-06700S: Unconventional Control of Complex Systems</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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